Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL

Bibliographic Details
Main Author: Souza, Suenny Mascarenhas
Publication Date: 2021
Format: Master thesis
Language: por
Source: Biblioteca Digital de Teses e Dissertações da UEFS
Download full: http://tede2.uefs.br:8080/handle/tede/1840
Summary: Learning programming can be difficult and challenging, given the worrying dropout and failure rates in introductory programming courses. Students? sentiments are considered relevant factors linked to these difficulties and have an influence on learning. This work evaluates students? sentiments and their performance in an integrated course of introductory programming (CS1) whose teaching approach uses lectures and the Problem-Based Learning (PBL) method, in the first semester of the Computer Engineering program at the State University of Feira de Santana (UEFS). We explored, in a case study, the relationship between motivation, engagement and students? attitudes with their performance. In a confirmatory analysis, we also compared students? performance and sentiments when using different programming languages: C and Python. Results suggest that students are positively motivated when they experience the hybrid approach. However, within this approach, engagement did not seem expressive. Meanwhile, students also seem to maintain positive attitudes after the integrated course. Also, motivation is different in PBL tutorials compared to lectures, while engagement is similar in both methods. As for students? performance, it remains median throughout the semester, but is relatively better in PBL tutorials when compared to lectures. Regarding the relationships between sentiments and student performance, results suggest that motivation is capable of predicting students? learning outcomes within the adopted teaching approach. Confidence and Satisfaction categories are the most predictive. On the other hand, engagement does not seem to predict learning results as much, especially in lectures. Even so, Dedication and Vigor seem to have a certain relationship with performance. Regarding attitudes, results suggest a certain importance for Confidence and Interest categories. Confirmatory analysis also suggests that there is no difference in either students? performance or sentiments when they experience the hybrid PBL approach either with C or Python. Only the sense of usefulness seems to be higher with the C language. We believe that these results can help understand the factors that may lead to the difficulties faced by students in introductory programming courses. They may also help foster better teaching practices, both in lectures and in the PBL method. Furthermore, results of this work can aid in understanding the experience lived by CS1 students within a hybrid PBL approach with either C or Python languages.
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spelling Bittencourt, Roberto Almeidahttps://orcid.org/0000-0002-8854-8956http://lattes.cnpq.br/61485466661425510002803326787406http://lattes.cnpq.br/0002803326787406Souza, Suenny Mascarenhas2025-06-12T19:30:29Z2021-08-13SOUZA, Suenny Mascarenhas. Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL, 2021, 188 f., Disserta??o (mestrado) - Programa de P?s-Gradua??o em Ci?ncia da Computa??o, Universidade Estadual de Feira de Santana, Feira de Santana.http://tede2.uefs.br:8080/handle/tede/1840Learning programming can be difficult and challenging, given the worrying dropout and failure rates in introductory programming courses. Students? sentiments are considered relevant factors linked to these difficulties and have an influence on learning. This work evaluates students? sentiments and their performance in an integrated course of introductory programming (CS1) whose teaching approach uses lectures and the Problem-Based Learning (PBL) method, in the first semester of the Computer Engineering program at the State University of Feira de Santana (UEFS). We explored, in a case study, the relationship between motivation, engagement and students? attitudes with their performance. In a confirmatory analysis, we also compared students? performance and sentiments when using different programming languages: C and Python. Results suggest that students are positively motivated when they experience the hybrid approach. However, within this approach, engagement did not seem expressive. Meanwhile, students also seem to maintain positive attitudes after the integrated course. Also, motivation is different in PBL tutorials compared to lectures, while engagement is similar in both methods. As for students? performance, it remains median throughout the semester, but is relatively better in PBL tutorials when compared to lectures. Regarding the relationships between sentiments and student performance, results suggest that motivation is capable of predicting students? learning outcomes within the adopted teaching approach. Confidence and Satisfaction categories are the most predictive. On the other hand, engagement does not seem to predict learning results as much, especially in lectures. Even so, Dedication and Vigor seem to have a certain relationship with performance. Regarding attitudes, results suggest a certain importance for Confidence and Interest categories. Confirmatory analysis also suggests that there is no difference in either students? performance or sentiments when they experience the hybrid PBL approach either with C or Python. Only the sense of usefulness seems to be higher with the C language. We believe that these results can help understand the factors that may lead to the difficulties faced by students in introductory programming courses. They may also help foster better teaching practices, both in lectures and in the PBL method. Furthermore, results of this work can aid in understanding the experience lived by CS1 students within a hybrid PBL approach with either C or Python languages.A aprendizagem de programa??oo pode ser dif?cil e desafiadora, haja visto os ?ndices preocupantes de evas?o e reprova??o nas disciplinas de introdu??o ? programa??o. Os sentimentos dos estudantes s?o considerados fatores relevantes ligados a estas dificuldades e possuem influ?ncia sobre o aprendizado. Este trabalho avalia os sentimentos e o desempenho dos estudantes em um componente curricular integrado de programa??o introdut?ria (CS1) cuja abordagem de ensino utiliza aulas expositivas em conjunto com o m?todo de Aprendizagem Baseada em Problemas (PBL) no primeiro semestre do curso de Engenharia de Computa??o da Universidade Estadual de Feira de Santana (UEFS). Exploramos, em um estudo de caso, as rela??es entre motiva??o, engajamento e atitudes dos estudantes com seu desempenho. Em uma an?lise confirmat?ria, ainda comparamos o desempenho e os sentimentos dos estudantes ao utilizarem linguagens de programa??o distintas, C e Python. Os resultados deste trabalho sugerem que os estudantes apresentam uma motiva??o positiva ao vivenciar a abordagem h?brida. Contudo, nesta abordagem, o engajamento n?o pareceu expressivo. Enquanto isso, os estudantes parecem manter atitudes tamb?m positivas ap?s passarem pelo componente curricular. Ainda, a motiva??o ? diferente nos tutoriais PBL em compara??o ?s aulas expositivas, enquanto o engajamento ? similar nos dois m?todos. Quanto ao desempenho acad?mico dos estudantes, este se mant?m mediano ao longo do semestre, por?m ? relativamente melhor nos tutoriais PBL quando comparado ?s aulas expositivas. No que diz respeito ?s rela??es entre sentimentos e desempenho, os resultados sugerem que a motiva??o ? capaz de prever os resultados de aprendizagem dos estudantes dentro da abordagem de ensino adotada. As categorias Confian?a e Satisfa??o s?o as mais preditivas. Por outro lado, o engajamento n?o parece prever tanto o desempenho, principalmente nas aulas expositivas. Mesmo assim, a Dedica??o e o Vigor parecem apresentar certa rela??o com o desempenho. Em rela??o ?s atitudes, os resultados sugerem certa import?ncia para as categorias Confian?a e Interesse. J? os resultados da an?lise confirmat?ria sugerem que n?o h? diferen?a no desempenho e nos sentimentos dos estudantes ao vivenciarem a abordagem PBL h?brida com a linguagem C ou Python. Apenas o senso de utilidade parece ser mais elevado com a linguagem C. Acreditamos que estes resultados podem auxiliar na compreens?o dos fatores que podem ocasionar as dificuldades enfrentadas por estudantes de disciplinas de programa??o introdut?ria. Tamb?m podem levar a melhores pr?ticas de ensino, tanto em aulas expositivas quanto na aplica??o do m?todo PBL. Al?m disso, os resultados destetrabalho podem ajudar na compreens?o da experi?ncia vivenciada pelos estudantes de CS1 dentro de uma abordagem PBL h?brida com as linguagens C ou Python.Submitted by Daniela Costa (dmscosta@uefs.br) on 2025-06-12T19:30:29Z No. of bitstreams: 1 Suenny Mascarenhas Souza - Dissertacao.pdf: 6228495 bytes, checksum: 22e793359d8c611b0960cfbd7d0a4780 (MD5)Made available in DSpace on 2025-06-12T19:30:29Z (GMT). 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dc.title.por.fl_str_mv Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL
title Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL
spellingShingle Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL
Souza, Suenny Mascarenhas
PBL
Motiva??o
Engajamento
Atitudes
Aprendizagem
CS1
PBL
Motivation
Engagement
Attitudes
Learning
CS1
CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
title_short Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL
title_full Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL
title_fullStr Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL
title_full_unstemmed Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL
title_sort Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL
author Souza, Suenny Mascarenhas
author_facet Souza, Suenny Mascarenhas
author_role author
dc.contributor.advisor1.fl_str_mv Bittencourt, Roberto Almeida
dc.contributor.advisor1ID.fl_str_mv https://orcid.org/0000-0002-8854-8956
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/6148546666142551
dc.contributor.authorID.fl_str_mv 0002803326787406
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0002803326787406
dc.contributor.author.fl_str_mv Souza, Suenny Mascarenhas
contributor_str_mv Bittencourt, Roberto Almeida
dc.subject.por.fl_str_mv PBL
Motiva??o
Engajamento
Atitudes
Aprendizagem
CS1
topic PBL
Motiva??o
Engajamento
Atitudes
Aprendizagem
CS1
PBL
Motivation
Engagement
Attitudes
Learning
CS1
CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
dc.subject.eng.fl_str_mv PBL
Motivation
Engagement
Attitudes
Learning
CS1
dc.subject.cnpq.fl_str_mv CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
description Learning programming can be difficult and challenging, given the worrying dropout and failure rates in introductory programming courses. Students? sentiments are considered relevant factors linked to these difficulties and have an influence on learning. This work evaluates students? sentiments and their performance in an integrated course of introductory programming (CS1) whose teaching approach uses lectures and the Problem-Based Learning (PBL) method, in the first semester of the Computer Engineering program at the State University of Feira de Santana (UEFS). We explored, in a case study, the relationship between motivation, engagement and students? attitudes with their performance. In a confirmatory analysis, we also compared students? performance and sentiments when using different programming languages: C and Python. Results suggest that students are positively motivated when they experience the hybrid approach. However, within this approach, engagement did not seem expressive. Meanwhile, students also seem to maintain positive attitudes after the integrated course. Also, motivation is different in PBL tutorials compared to lectures, while engagement is similar in both methods. As for students? performance, it remains median throughout the semester, but is relatively better in PBL tutorials when compared to lectures. Regarding the relationships between sentiments and student performance, results suggest that motivation is capable of predicting students? learning outcomes within the adopted teaching approach. Confidence and Satisfaction categories are the most predictive. On the other hand, engagement does not seem to predict learning results as much, especially in lectures. Even so, Dedication and Vigor seem to have a certain relationship with performance. Regarding attitudes, results suggest a certain importance for Confidence and Interest categories. Confirmatory analysis also suggests that there is no difference in either students? performance or sentiments when they experience the hybrid PBL approach either with C or Python. Only the sense of usefulness seems to be higher with the C language. We believe that these results can help understand the factors that may lead to the difficulties faced by students in introductory programming courses. They may also help foster better teaching practices, both in lectures and in the PBL method. Furthermore, results of this work can aid in understanding the experience lived by CS1 students within a hybrid PBL approach with either C or Python languages.
publishDate 2021
dc.date.issued.fl_str_mv 2021-08-13
dc.date.accessioned.fl_str_mv 2025-06-12T19:30:29Z
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dc.identifier.citation.fl_str_mv SOUZA, Suenny Mascarenhas. Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL, 2021, 188 f., Disserta??o (mestrado) - Programa de P?s-Gradua??o em Ci?ncia da Computa??o, Universidade Estadual de Feira de Santana, Feira de Santana.
dc.identifier.uri.fl_str_mv http://tede2.uefs.br:8080/handle/tede/1840
identifier_str_mv SOUZA, Suenny Mascarenhas. Avalia??o de sentimentos e aprendizagem de estudantes de programa??o introdut?ria em uma abordagem h?brida com PBL, 2021, 188 f., Disserta??o (mestrado) - Programa de P?s-Gradua??o em Ci?ncia da Computa??o, Universidade Estadual de Feira de Santana, Feira de Santana.
url http://tede2.uefs.br:8080/handle/tede/1840
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dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv DEPARTAMENTO DE CI?NCIAS EXATAS
publisher.none.fl_str_mv Universidade Estadual de Feira de Santana
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